课程

Advanced AI-Assisted Coding for Developers

高级技能水平

更新时间 2026年5月

Learn to use AI as a senior engineering partner for code analysis, performance optimization, security, and software architecture decisions.

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TheoryArtificial Intelligence1 小时 30 分钟10 视频32 练习2,000 经验值成就声明

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课程描述

AI coding assistants can do far more than write code. In this course, you'll learn to use them for the full spectrum of software engineering work. Starting with production code analysis and performance optimization, you'll move on to AI-assisted testing, security vulnerability detection, and dependency management. Then you'll apply AI to higher-level challenges: designing configuration-driven architectures, optimizing database schemas and queries, and building effective human-AI collaboration workflows. The course focuses on tool-agnostic principles and prompting strategies that work across any AI assistant, so the skills you gain apply no matter which tools you use.

先决条件

AI-Assisted Coding for Developers

1

Analyzing and Optimizing Code

Explore AI-assisted techniques for understanding production code, identifying bottlenecks, and optimizing data structures for better performance.

Analyzing production code with AI

50 经验值

Structuring your AI prompt

100 经验值

Building effective prompts for code analysis

50 经验值

Profiling time performance with AI

50 经验值

The AI-assisted optimization cycle

100 经验值

Interpreting profiler output

50 经验值

Validating AI-suggested changes

100 经验值

Optimizing memory usage with AI

50 经验值

From symptoms to solutions

100 经验值

Exploring memory allocations

50 经验值

Evaluating AI optimization suggestions

50 经验值

2

Testing, Security, and Dependencies

Learn to use AI for building test suites, conducting security reviews, and managing dependencies in production codebases.

AI-assisted testing

50 经验值

Working with AI to build a test suite

100 经验值

Analyzing coverage with AI

50 经验值

Security-first development with AI

50 经验值

Crafting secure prompts

50 经验值

Matching security concerns to AI prompts

100 经验值

Analyzing security findings with AI

50 经验值

AI-assisted dependency management

50 经验值

Matching dependency issues to AI approaches

100 经验值

Prioritizing dependency upgrades with AI

50 经验值

3

Architecture, Databases, and Collaboration

Apply AI to configuration-driven design, database schema mapping and query optimization, and collaborative development workflows.

Configuration-driven development with AI

50 经验值

Delegating config migration tasks

100 经验值

Reviewing AI's config architecture proposal

50 经验值

Catching config drift with AI

50 经验值

Database design and optimization with AI

50 经验值

Effective prompting for query optimization

50 经验值

Detecting duplicates in sensor data

50 经验值

AI as a development collaborator

50 经验值

AI-assisted code review

50 经验值

When to challenge AI's suggestion

50 经验值

Congratulations and next steps

50 经验值

Advanced AI-Assisted Coding for Developers

课程完成

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